Course Outline
Introduction
SAS in Depth
- SAS data sets
- SAS variables
- SAS libraries
- SAS code structure
Preparing the Development Environment
- Installing and configuring SAS Studio
- Installing and configuring WPS
Data management in SAS
- Importing data
- Exporting data
- Creating variables and calculations
- Filtering observations
- Creating conditionals and loops
- Merging data sets
- Using statements
- Cleaning data
Arrays and Functions
- Recording new variables with loops
- Constructing new variables
- Using built in SAS functions
- Combining raw data files
Data Visualization
- Creating a bar chart
- Creating a scatter plot
- Creating a pie graph
- Overlaying plots
Statistics Analysis
- Reporting data
- Using linear regressions
- Using multiple regressions
- Interpreting data
- Making predictions
SAS SQL
- SAS SQL syntax
- Using clauses and statements
- Working with columns and rows
- Working with tables
SAS Index
- Testing with data sets
- Using PROC
- Creating, updating, and applying an index
SAS Macro
- Using macro variables
- Using macro functions
- Creating a Macro
- Debugging and storing Macros
Predictive Modeling
- Using linear regressions
- Using multiple regressions
- Evaluating data patterns
- Using input variables
- Working with PROC MI
Summary and Conclusion
Requirements
- Experience with navigating folder structures
Audience
- Data Analysts
Testimonials (3)
Deepthi was super attuned to my needs, she could tell when to add layers of complexity and when to hold back and take a more structured approach. Deepthi truly worked at my pace and ensured I was able to use the new functions /tools myself by first showing then letting me recreate the items myself which really helped embed the training. I could not be happier with the results of this training and with the level of expertise of Deepthi!
Deepthi - Invest Northern Ireland
Course - IBM Cognos Analytics
Everything went great, this was the best training I've attended in a long time. The departure from traditional theoretical training followed by all the labs in the direction of a small part of theory and reinforcing labs hit the mark at 10 - zero boredom from listening, immediately a small portion of knowledge to test in practice. Trainer Bartek, with extensive practical knowledge, solved our problems on the spot, was flexible when we needed to ask about topics outside the training scope. And he's so "user-friendly" ;)
Bartek - Santander Wroclaw
Course - Splunk Data Administration
Machine Translated
he was well prepared - and he is very sympathetic
